{ "architectures": [ "FlairNER" ], "embedding_dim": 300, "hidden_size": 256, "dropout": 0.5, "num_classes": 19, "rnn_layers": 1, "bidirectional": true, "crf": true, "word_dropout": 0.05, "locked_dropout": 0.5, "batch_size": 64, "learning_rate": 0.1, "max_epochs": 100 }